Yankai Lin
Scholar

Yankai Lin

Google Scholar ID: j8K1FqEAAAAJ
Associate Professor (Tenure Track), Gaoling School of AI, Renmin University of China
Natural Language ProcessingLarge Language Models
Citations & Impact
All-time
Citations
18,841
 
H-index
59
 
i10-index
105
 
Publications
20
 
Co-authors
63
list available
Resume (English only)
Academic Achievements
  • Journal and Conference Papers:
  • - 2023:
  • - Yujia Qin, Zihan Cai, Dian Jin, Lan Yan, Shihao Liang, Kunlun Zhu, Yankai Lin, Xu Han, Ning Ding, Huadong Wang, Ruobing Xie, Fanchao Qi, Zhiyuan Liu, Maosong Sun and Jie Zhou. Interactive Web Search for Chinese Long-form Question Answering. ACL 2023
  • - Chaojun Xiao, Zhengyan Zhang, Xu Han, Chi-Min Chan, Yankai Lin, Zhiyuan Liu, Xiangyang Li, Zhonghua Li, Zhao Cao and Maosong Sun. Plug-and-Play Document Modules for Pre-trained Models. ACL 2023
  • - Zhengyan Zhang, Zhiyuan Zeng, Yankai Lin, Huadong Wang, Deming Ye, Chaojun Xiao, Xu Han, Zhiyuan Liu, Peng Li, Maosong Sun and Jie Zhou. Plug-and-Play Knowledge Injection for Pre-trained Language Models. ACL 2023
  • - Zhengyan Zhang, Zhiyuan Zeng, Yankai Lin, Chaojun Xiao, Xiaozhi Wang, Xu Han, Zhiyuan Liu, Ruobing Xie, Maosong Sun and Jie Zhou. Emergent Modularity in Pre-trained Transformers. Findings of ACL 2023
  • - Yujia Qin, Cheng Qian, Xu Han, Yankai Lin, Huadong Wang, Ruobing Xie, Zhiyuan Liu, Maosong Sun and Jie Zhou. Recyclable Tuning for Continual Pre-training. Findings of ACL 2023
  • - Weize Chen, Xu Han, Yankai Lin, Zhiyuan Liu, Maosong Sun and Jie Zhou. Stochastic Bridges as Effective Regularizers for Parameter-Efficient Tuning. Findings of ACL 2023
  • - Xin Cheng, Yankai Lin, Xiuying Chen, Dongyan Zhao and Rui Yan. PlugLM: Language Modeling with Plug-in Knowledge Memory. Findings of ACL 2023
  • - 2022:
  • - Lan Jiang, Hao Zhou, Yankai Lin, Peng Li, Jie Zhou, Rui Jiang. ROSE: Robust Selective Fine-tuning for Pre-trained Language Models. EMNLP 2022
  • - Xiaozhi Wang, Yulin Chen, Ning Ding, Hao Peng, Zimu Wang, Yankai Lin, Xu Han, Lei Hou, Juanzi Li, Zhiyuan Liu, Peng Li, Jie Zhou. MAVEN-ERE: A Unified Large-scale Dataset for Event Coreference, Temporal, Causal, and Subevent Relation Extraction. EMNLP 2022
  • - Yujia Qin, Cheng Qian, Jing Yi, Weize Chen, Yankai Lin, Xu Han, Zhiyuan Liu, Maosong Sun, Jie Zhou. Exploring Mode Connectivity for Pre-trained Language Models. EMNLP 2022
  • - Jing Yi, Weize Chen, Yujia Qin, Yankai Lin, Ning Ding, Xu Han, Zhiyuan Liu, Maosong Sun, Jie Zhou. Different Tunes Played with Equal Skill: Exploring a Unified Optimization Subspace for Parameter-Efficient Tuning. Findings of EMNLP 2022
  • - Zichun Yu, Tianyu Gao, Zhengyan Zhang, Yankai Lin, Zhiyuan Liu, Maosong Sun, Jie Zhou. Automatic Label Sequence Generation for Prompting Sequence-to-sequence Models. COLING 2022
  • - Deli Chen, Yankai Lin, Lei Li, Xuancheng Ren, Peng Li, Jie Zhou, Xu Sun. Rethinking the Promotion Brought by Contrastive Learning to Semi-supervised Node Classification. IJCAI-22
  • - Yujia Qin, Yankai Lin, Jing Yi, Jiajie Zhang, Xu Han, Zhengyan Zhang, Yusheng Su, Zhiyuan Liu, Peng Li, Maosong Sun, Jie Zhou. Knowledge Inheritance for Pre-trained Language Models. NAACL 2022
Research Experience
  • Supervised Students:
  • - Wentong Chen (2022-): PhD.
  • - Yiju Guo (2022-): PhD.
  • - Wenkai Yang (2023-): PhD.
  • - Zhiyuan Chen (2023-): PhD.
  • - Shengda Fan (2024-): PhD.
  • - Yupeng Huo (2024-): PhD.
  • - Guirong Chen (2024-): PhD.
Background
  • Associate Professor (Tenure Track)
  • Gaoling School of Artificial Intelligence
  • Renmin University of China